Data Science / Data-mining
資料探勘是從大量資料中尋找有用的訊息的過程，透過運用統計和機器學習技術來探索和分析資料，揭示其中的模式和關聯性。
這些資訊可以被應用於預測、決策制定、洞察市場趨勢以及優化業務流程等方面。
資料探勘在各個領域中扮演著重要的角色，例如醫療保健、金融、銷售和市場營銷等。
相關書籍
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Nonparametric Kernel Density Estimation and Its Computational Aspects$6,580$6,251 -
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Modern Algorithms of Cluster Analysis$8,140$7,733 -
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New Trends in E-Service and Smart Computing$2,480$2,356 -
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Computational Optimal Transport: With Applications to Data Science$3,770$3,581 -
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Applied Machine Learning for Smart Data Analysis$7,700$7,315 -
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Fundamentals of Image Data Mining: Analysis, Features, Classification and Retrieval$3,420$3,249 -
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Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication (Imcom) 2019$9,050$8,597 -
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Descriptive Data Mining$6,970$6,621 -
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Mining High Utility Patterns$5,920$5,624 -
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Artificial Intelligence Applications and Innovations: Aiai 2019 Ifip Wg 12.5 International Workshops: Mhdw and 5g-Pine 2019, Hersonissos, Crete, Greec$3,820$3,629 -
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Adaptive Resonance Theory in Social Media Data Clustering: Roles, Methodologies, and Applications$4,630$4,398 -
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Intelligent Computing Paradigm: Recent Trends$4,630$4,398 -
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Machine Learning for Data Mining$1,420$1,349 -
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International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (Cisis 2019) and 10th$6,970$6,621 -
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Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis: 15th International Conference, Bdas 2019, Ustro$2,480$2,356 -
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Python Data Mining Quick Start Guide$1,420$1,349 -
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Database Systems for Advanced Applications: 24th International Conference, Dasfaa 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part II$4,630$4,398 -
Big Data Analytics for Large-Scale Multimedia Search$1,600$1,568 -
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Proceedings of International Conference on Computational Intelligence and Data Engineering: Proceedings of Iccide 2018$6,970$6,621 -
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Structural Equation Models: From Paths to Networks$7,360$6,992 -
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Big Data Analytics for Intelligent Healthcare Management$5,320$5,054 -
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$1,056The Real Work of Data Science: Turning Data Into Information, Better Decisions, and Stronger Organizations -
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From Security to Community Detection in Social Networking Platforms$6,580$6,251 -
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Service-Oriented Computing - Icsoc 2018 Workshops: Adms, Asoca, Isyycc, Clots, Ddbs, and Nls4iot, Hangzhou, China, November 12-15, 2018, Revised Selec$2,480$2,356 -
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Social-Behavioral Modeling for Complex Systems$6,440$6,118 -
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Machine Learning and Data Mining for Sports Analytics: 5th International Workshop, Mlsa 2018, Co-Located with Ecml/Pkdd 2018, Dublin, Ireland, Septemb$2,870$2,726 -
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Data Science for Business 2019 (2 BOOKS IN 1): Master Data Analytics & Machine Learning with Optimized Marketing Strategies (Artificial Intelligence, Neural Networks, Algorithms & Predictive Modelling$1,490$1,415 -
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Research in Data Science$4,240$4,028 -
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Data Analysis in Bi-Partial Perspective: Clustering and Beyond$4,630$4,398 -
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Decision and Inhibitory Trees and Rules for Decision Tables with Many-Valued Decisions$4,630$4,398